Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 0.210344 0.233685 0.259498 0.290340 0.326420 0.367578 0.418496
2025-02-16 0.173853 0.205627 0.244007 0.294556 0.360583 0.445672 0.566699
2025-02-23 0.149193 0.184164 0.229086 0.292606 0.382882 0.511286 0.717370
2025-03-02 0.128064 0.162765 0.209282 0.278489 0.383208 0.544004 0.828954
2025-03-09 0.115484 0.150513 0.199250 0.275130 0.396764 0.597695 0.991010
2025-03-16 0.106239 0.141488 0.192143 0.274259 0.413001 0.658578 1.189177
2025-03-23 0.099295 0.134829 0.187408 0.275882 0.433003 0.730561 1.442210
2025-03-30 0.090111 0.123919 0.174917 0.262899 0.424557 0.745589 1.572781
2025-04-06 0.082765 0.115124 0.164800 0.252483 0.418790 0.764355 1.722884
2025-04-13 0.076783 0.107934 0.156534 0.244179 0.415509 0.787518 1.898953
2025-04-20 0.074196 0.105801 0.156215 0.249876 0.440932 0.883054 2.361352
2025-04-27 0.072745 0.105320 0.158527 0.260619 0.478949 1.022453 3.106914
2025-05-04 0.070722 0.103843 0.159154 0.268588 0.513603 1.170010 4.088689
2025-05-11 0.068843 0.102475 0.159866 0.276920 0.551471 1.346014 5.524407
2025-05-18 0.065824 0.098955 0.156391 0.276194 0.567215 1.461569 6.875992
2025-05-25 0.061445 0.092831 0.147672 0.263373 0.549523 1.457043 7.395871
2025-06-01 0.058715 0.089399 0.143689 0.260314 0.557202 1.548672 8.969420
2025-06-08 0.056494 0.086717 0.140895 0.259518 0.570976 1.671806 11.323922
2025-06-15 0.054723 0.084717 0.139226 0.261026 0.591689 1.836520 15.053410
2025-06-22 0.051530 0.080004 0.131996 0.248982 0.570281 1.807187 15.922877
2025-06-29 0.048814 0.076033 0.125997 0.239307 0.554633 1.800091 17.290468
2025-07-06 0.046488 0.072669 0.121007 0.231587 0.543856 1.813445 19.289344
2025-07-13 0.045704 0.072071 0.121454 0.236884 0.575070 2.056320 29.186405